Effective use of memory in iterative deepening search

Effective use of memory in iterative deepening search

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Article ID: iaor1995938
Country: United States
Volume: 42
Issue: 1
Start Page Number: 47
End Page Number: 52
Publication Date: Jan 1992
Journal: Information Processing Letters
Authors: , , ,
Keywords: programming: branch and bound
Abstract:

The Iterative Deepening A* (IDA*) algorithm often reexpands too many nodes while solving certain combinatorial problems. Algorithm IDA*-CR attempted to remedy this drawback. These algorithms require very little memory although much more is available in practice. This paper introduces an algorithm IDA*-CRM which shows how the available memory can be advantageously utilized in IDA*-CR in order to reduce the number of expanded nodes. IDA*-CRAM, an approximation scheme derived from IDA*-CRM, is also presented. Computational results are shown for the Flow-Shop Scheduling Problem.

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